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Advances in Bias and Fairness in Information Retrieval

Advances in Bias and Fairness in Information Retrieval PDF Author: Ludovico Boratto
Publisher: Springer Nature
ISBN: 3031372492
Category : Computers
Languages : en
Pages : 187

Book Description
This book constitutes the refereed proceedings of the 4th International Workshop on Algorithmic Bias in Search and Recommendation, BIAS 2023, held in Dublin, Ireland, in April 2023. The 10 full papers and 4 short papers included in this book were carefully reviewed and selected from 36 submissions. The present recent research in the following topics: biases exploration and assessment; mitigation strategies against biases; biases in newly emerging domains of application, including healthcare, Wikipedia, and news, novel perspectives; and conceptualizations of biases in the context of generative models and graph neural networks.

Advances in Bias and Fairness in Information Retrieval

Advances in Bias and Fairness in Information Retrieval PDF Author: Ludovico Boratto
Publisher: Springer Nature
ISBN: 3031372492
Category : Computers
Languages : en
Pages : 187

Book Description
This book constitutes the refereed proceedings of the 4th International Workshop on Algorithmic Bias in Search and Recommendation, BIAS 2023, held in Dublin, Ireland, in April 2023. The 10 full papers and 4 short papers included in this book were carefully reviewed and selected from 36 submissions. The present recent research in the following topics: biases exploration and assessment; mitigation strategies against biases; biases in newly emerging domains of application, including healthcare, Wikipedia, and news, novel perspectives; and conceptualizations of biases in the context of generative models and graph neural networks.

Advances in Bias and Fairness in Information Retrieval

Advances in Bias and Fairness in Information Retrieval PDF Author: Alejandro Bellogin
Publisher: Springer Nature
ISBN: 3031719751
Category :
Languages : en
Pages : 113

Book Description


Advances in Bias and Fairness in Information Retrieval

Advances in Bias and Fairness in Information Retrieval PDF Author: Ludovico Boratto
Publisher: Springer Nature
ISBN: 3030788180
Category : Computers
Languages : en
Pages : 171

Book Description
This book constitutes refereed proceedings of the Second International Workshop on Algorithmic Bias in Search and Recommendation, BIAS 2021, held in April, 2021. Due to the COVID-19 pandemic BIAS 2021 was held virtually. The 11 full papers and 3 short papers were carefully reviewed and selected from 37 submissions. The papers cover topics that go from search and recommendation in online dating, education, and social media, over the impact of gender bias in word embeddings, to tools that allow to explore bias and fairnesson the Web.

 PDF Author:
Publisher: Springer Nature
ISBN: 3031699785
Category :
Languages : en
Pages : 202

Book Description


Advances in Information Retrieval

Advances in Information Retrieval PDF Author: Jaap Kamps
Publisher: Springer Nature
ISBN: 3031282418
Category : Computers
Languages : en
Pages : 635

Book Description
The three-volume set LNCS 13980, 13981 and 13982 constitutes the refereed proceedings of the 45th European Conference on IR Research, ECIR 2023, held in Dublin, Ireland, during April 2-6, 2023. The 65 full papers, 41 short papers, 19 demonstration papers, 12 reproducibility papers consortium papers, 7 tutorial papers, and 10 doctorial consortium papers were carefully reviewed and selected from 489 submissions. The book also contains, 8 workshop summaries and 13 CLEF Lab descriptions. The accepted papers cover the state of the art in information retrieval focusing on user aspects, system and foundational aspects, machine learning, applications, evaluation, new social and technical challenges, and other topics of direct or indirect relevance to search.

Advances in Information Retrieval

Advances in Information Retrieval PDF Author: Nazli Goharian
Publisher: Springer Nature
ISBN: 3031560663
Category :
Languages : en
Pages : 505

Book Description


Advances in Information Retrieval

Advances in Information Retrieval PDF Author: Matthias Hagen
Publisher: Springer Nature
ISBN: 3030997391
Category : Computers
Languages : en
Pages : 630

Book Description
This two-volume set LNCS 13185 and 13186 constitutes the refereed proceedings of the 44th European Conference on IR Research, ECIR 2022, held in April 2022, due to the COVID-19 pandemic. The 35 full papers presented together with 11 reproducibility papers, 13 CLEF lab descriptions papers, 12 doctoral consortium papers, 5 workshop abstracts, and 4 tutorials abstracts were carefully reviewed and selected from 395 submissions. Chapters “Leveraging Customer Reviews for E-commerce Query Generation” and “End to End Neural Retrieval for Patent Prior Art Search” are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Advances in Information Retrieval

Advances in Information Retrieval PDF Author: Djoerd Hiemstra
Publisher: Springer Nature
ISBN: 3030721132
Category : Computers
Languages : en
Pages : 808

Book Description
This two-volume set LNCS 12656 and 12657 constitutes the refereed proceedings of the 43rd European Conference on IR Research, ECIR 2021, held virtually in March/April 2021, due to the COVID-19 pandemic. The 50 full papers presented together with 11 reproducibility papers, 39 short papers, 15 demonstration papers, 12 CLEF lab descriptions papers, 5 doctoral consortium papers, 5 workshop abstracts, and 8 tutorials abstracts were carefully reviewed and selected from 436 submissions. The accepted contributions cover the state of the art in IR: deep learning-based information retrieval techniques, use of entities and knowledge graphs, recommender systems, retrieval methods, information extraction, question answering, topic and prediction models, multimedia retrieval, and much more.

Advances in Information Retrieval

Advances in Information Retrieval PDF Author: Maarten de Rijke
Publisher: Springer
ISBN: 3319060287
Category : Computers
Languages : en
Pages : 857

Book Description
This book constitutes the proceedings of the 36th European Conference on IR Research, ECIR 2014, held in Amsterdam, The Netherlands, in April 2014. The 33 full papers, 50 poster papers and 15 demonstrations presented in this volume were carefully reviewed and selected from 288 submissions. The papers are organized in the following topical sections: evaluation, recommendation, optimization, semantics, aggregation, queries, mining social media, digital libraries, efficiency, and information retrieval theory. Also included are 3 tutorial and 4 workshop presentations.

Advances in Information Retrieval

Advances in Information Retrieval PDF Author: Joemon M. Jose
Publisher: Springer Nature
ISBN: 3030454428
Category : Computers
Languages : en
Pages : 709

Book Description
This two-volume set LNCS 12035 and 12036 constitutes the refereed proceedings of the 42nd European Conference on IR Research, ECIR 2020, held in Lisbon, Portugal, in April 2020.* The 55 full papers presented together with 8 reproducibility papers, 46 short papers, 10 demonstration papers, 12 invited CLEF papers, 7 doctoral consortium papers, 4 workshop papers, and 3 tutorials were carefully reviewed and selected from 457 submissions. They were organized in topical sections named: Part I: deep learning I; entities; evaluation; recommendation; information extraction; deep learning II; retrieval; multimedia; deep learning III; queries; IR – general; question answering, prediction, and bias; and deep learning IV. Part II: reproducibility papers; short papers; demonstration papers; CLEF organizers lab track; doctoral consortium papers; workshops; and tutorials. *Due to the COVID-19 pandemic, this conference was held virtually.